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A clinician using a medical device interface should not have to pause, guess or recover from preventable confusion. Every screen needs to assist them in making the right decision safely, quickly and with confidence.
Sarah Shen's fever-alert patch had a working prototype and a standing ovation. Then one question about software classification revealed the foundations were missing, and rebuilds cost three to five times more.
A test lab is quiet, well-lit and interruption-free. Real hospitals aren't. IDE's Minimum Viable Chaos method deliberately breaks that illusion, testing devices under real clinical noise, before regulators or patients do.




